tensorflow::ops::RandomShuffleQueue

#include <data_flow_ops.h>

A queue that randomizes the order of elements.

Summary

Arguments:

  • scope: A Scope object
  • component_types: The type of each component in a value.

Optional attributes (see Attrs):

  • shapes: The shape of each component in a value. The length of this attr must be either 0 or the same as the length of component_types. If the length of this attr is 0, the shapes of queue elements are not constrained, and only one element may be dequeued at a time.
  • capacity: The upper bound on the number of elements in this queue. Negative numbers mean no limit.
  • min_after_dequeue: Dequeue will block unless there would be this many elements after the dequeue or the queue is closed. This ensures a minimum level of mixing of elements.
  • seed: If either seed or seed2 is set to be non-zero, the random number generator is seeded by the given seed. Otherwise, a random seed is used.
  • seed2: A second seed to avoid seed collision.
  • container: If non-empty, this queue is placed in the given container. Otherwise, a default container is used.
  • shared_name: If non-empty, this queue will be shared under the given name across multiple sessions.

Returns:

  • Output: The handle to the queue.

Constructors and Destructors

RandomShuffleQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types)
RandomShuffleQueue(const ::tensorflow::Scope & scope, const DataTypeSlice & component_types, const RandomShuffleQueue::Attrs & attrs)

Public attributes

handle

Public functions

node() const
::tensorflow::Node *
operator::tensorflow::Input() const
operator::tensorflow::Output() const

Public static functions

Capacity(int64 x)
Container(StringPiece x)
MinAfterDequeue(int64 x)
Seed(int64 x)
Seed2(int64 x)
Shapes(const gtl::ArraySlice< PartialTensorShape > & x)
SharedName(StringPiece x)

Structs

tensorflow::ops::RandomShuffleQueue::Attrs

Optional attribute setters for RandomShuffleQueue.

Public attributes

handle

::tensorflow::Output handle

Public functions

RandomShuffleQueue

 RandomShuffleQueue(
  const ::tensorflow::Scope & scope,
  const DataTypeSlice & component_types
)

RandomShuffleQueue

 RandomShuffleQueue(
  const ::tensorflow::Scope & scope,
  const DataTypeSlice & component_types,
  const RandomShuffleQueue::Attrs & attrs
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const 

Public static functions

Capacity

Attrs Capacity(
  int64 x
)

Container

Attrs Container(
  StringPiece x
)

MinAfterDequeue

Attrs MinAfterDequeue(
  int64 x
)

Seed

Attrs Seed(
  int64 x
)

Seed2

Attrs Seed2(
  int64 x
)

Shapes

Attrs Shapes(
  const gtl::ArraySlice< PartialTensorShape > & x
)

SharedName

Attrs SharedName(
  StringPiece x
)